Principles of Artificial Intelligence
A classic introduction to artificial intelligence intended to bridge the gap between theory and practice, "Principles of Artificial Intelligence" describes fundamental AI ideas that underlie applications such as natural language processing, automatic programming, robotics, machine vision, automatic theorem proving, and intelligent data retrieval. Rather than focusing on the subject matter of the applications, the book is organized around general computational concepts involving the kinds of data structures used, the types of operations performed on the data structures, and the properties of the control strategies used.
"Principles of Artificial Intelligence"evolved from the author's courses and seminars at Stanford University and University of Massachusetts, Amherst, and is suitable for text use in a senior or graduate AI course, or for individual study.
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CHAPTER 2 SEARCH STRATEGIES FOR AI PRODUCTION SYSTEMS In this
chapter we examine some control strategies for Al production systems . Referring
to the basic procedure for production systems given on page 21 , the
Overall cost for the production system Computational Cost Control strategy cost
Rule application cost O " Informedness " COMPLETE Fig . 2 . 1 Computational
costs of Al production systems . Completely informed control strategies , however
CONTROL STRATEGIES FOR RESOLUTION METHODS The decisions about
which two clauses in CLAUSES to resolve ... 4 ) and which resolution of these
clauses to perform ( statement 5 ) are made irrevocably by the control strategy .
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PRODUCTION SYSTEMS AND AI
SEARCH STRATEGIES FOR
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